Predicting Breast Cancer Risk Using Radiomics Features of Mammography Images

Predicting Breast Cancer Risk Using Radiomics Features of Mammography Images

Mammography images contain a lot of information about not only the mammary glands but also the skin, adipose tissue, and stroma, which may reflect the risk of developing breast cancer. We aimed to establish a method to predict breast cancer risk using radiomics features of mammography images and to...

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Bibliographic Details
Main Authors: Yusuke Suzuki, Shouhei Hanaoka, Masahiko Tanabe, Takeharu Yoshikawa, Yasuyuki Seto
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Journal of Personalized Medicine
Subjects:
breast cancer
Light GBM
mammography
radiomics
risk prediction
Online Access:https://www.mdpi.com/2075-4426/13/11/1528

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